Image Embedding on MMEB v1 (test)
67.6Classification
mmE5
Updated 4d ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2026.02 | 67.6 | 62.8 | 70.9 | 89.7 | 72.3 | 66.7 | 69.8 | |
2026.02 | 67.1 | 69.2 | 71.9 | 84.9 | 76.1 | 65.1 | 71.3 | |
2026.02 | 66.8 | 66.6 | 70.6 | 90.9 | 74.6 | 65.8 | 70.7 | |
2026.02 | 65.7 | 65.4 | 70.9 | 91.9 | 75 | 64.4 | 70.3 | |
2026.02 | 65.2 | 65.6 | 70 | 91.2 | 75.8 | 62.4 | 69.8 | |
2026.02 | 64.8 | 62.8 | 67.6 | 77.2 | 71.5 | 60.4 | 66.6 | |
2026.02 | 63.7 | 70.5 | 71.3 | 91.4 | 74.3 | 67.3 | 71.2 | |
2026.02 | 63.6 | 61.7 | 69.1 | 87.6 | 72.8 | 61.1 | 67.6 | |
2026.02 | 62.9 | 56.3 | 69.5 | 77.3 | 68.8 | 59.9 | 64.9 | |
2026.02 | 62.8 | 67.9 | 68.6 | 90.4 | 71.9 | 65.9 | 69.2 | |
2026.02 | 62.6 | 57.8 | 69.9 | 81.7 | 72.2 | 57.8 | 65.8 | |
2026.02 | 62.1 | 60.2 | 65.2 | 84.9 | 69.4 | 59.8 | 65.2 | |
2026.02 | 59 | 49.4 | 65.4 | 73.4 | 66 | 52.6 | 60.1 | |
2026.02 | 56 | 57.4 | 69.9 | 83.6 | 68 | 59.1 | 64.1 | |
2026.02 | 54.8 | 55.9 | 64.5 | 81.8 | 68.2 | 52.7 | 64.2 | |
2026.02 | 47.8 | 10.9 | 52.3 | 53.3 | 39.3 | 40.2 | 39.7 | |
2026.02 | 44.3 | 16.2 | 61.8 | 65.3 | 47.1 | 41.7 | 44.7 | |
2026.02 | 42.8 | 9.1 | 53 | 51.8 | 37.1 | 38.7 | 37.8 | |
2026.02 | 42.1 | 15 | 60.1 | 62.2 | 44.7 | 40.4 | 42.8 | |
2026.02 | 40.3 | 8.4 | 31.6 | 59.5 | 32.3 | 38 | 34.8 | |
2026.02 | 38.8 | 8.3 | 35.4 | 26 | 31 | 23.7 | 27.8 | |
2026.02 | 27 | 4.2 | 33.9 | 47 | 25.3 | 25.1 | 25.2 | |
2026.02 | 21.8 | 4.9 | 11.5 | 19 | 14.9 | 11.5 | 13.3 |